So what do you mean by HE randomly stopped talking to you .. Like, when you talk to him, he doesn't answer you, kind of thing?  Have you made any effort to talk to him or encourage him to talk?

What does your heart say to you? Are you willing to keep going through these kind of ups and downs with him? Only you can answer this question.